{"id":"W2943921679","doi":"10.15353/cjo.72.625","title":"Eye care for your patients with diabetes — screening, diagnosis and treatment options","year":2010,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Eye care; Medicine; Diabetes treatment; Optometry; Intensive care medicine; Type 2 diabetes; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006199414,0.0002226916,0.0005049139,0.000860562,0.00165476,0.001470487,0.0003950527,0.00219547,0.01557101],"category_scores_gemma":[0.004489145,0.0001831447,0.0004726005,0.0005248322,0.0002563963,0.001294877,0.0007317649,0.00125085,0.001876371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008354007,"about_ca_system_score_gemma":0.002741718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007720239,"about_ca_topic_score_gemma":0.02575965,"domain_scores_codex":[0.9995255,0.0001041217,0.00005164021,0.00002367479,0.0001887892,0.0001063538],"domain_scores_gemma":[0.9978638,0.0002727314,0.0002664794,0.00003067266,0.0003544352,0.001211813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000419027,0.001232703,0.1323154,0.0006207155,0.00007525496,0.004811461,0.0004604569,0.0002395816,0.0009561912,0.00132611,0.5332124,0.3243307],"study_design_scores_gemma":[0.0009619202,0.001783613,0.4252857,0.009294872,0.0004454612,0.04785786,0.01057274,0.00195531,0.001139491,0.008675896,0.4918022,0.0002249924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1119406,0.1029833,0.001301434,0.6748182,0.007315055,0.0002642614,0.001137474,0.0002672237,0.0999725],"genre_scores_gemma":[0.6424517,0.1549067,0.01576557,0.1264641,0.0165851,0.0004636834,0.001142388,0.00007074668,0.04215007],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01557101,"threshold_uncertainty_score":0.05209017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282483868182476,"score_gpt":0.3077829133622146,"score_spread":0.2949580746803899,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}